Repositories tagged with "federated-learning-framework"
flower
flwrlabs
โFlower: A Friendly Federated AI Frameworkโ
Awesome-FL
youngfish42
โComprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)โ
FedLab
SMILELab-FL
โA flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.โ
awesome-federated-learning
weimingwill
โAll materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.โ
FL-bench
KarhouTam
โBenchmark of federated learning. Dedicated to the community. ๐คโ
MetisFL
bioint
โThe first open Federated Learning framework implemented in C++ and Python.โ
pfl-research
apple
โSimulation framework for accelerating research in Private Federated Learningโ
substra
Substra
โLow-level Python library used to interact with a Substra networkโ
GFL
GalaxyLearning
โGalaxy Federated Learning Framework ๏ผๆ้ ่้ฆๅญฆไน ๆกๆถ๏ผโ
FedGraphNN
FedML-AI
โFedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops. โ
APPFL
โAdvanced Privacy-Preserving Federated Learning frameworkโ
blades
lishenghui
โโ๏ธ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learningโ
HeFlwr
QVQZZZ
โHeFlwr: Federated Learning for Heterogeneous Devicesโ
nebula
CyberDataLab
โNEBULA: A Platform for Decentralized Federated Learningโ
RIS-FL
liuhang1994
โSimulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"โ
FL4Health
VectorInstitute
โA flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settingsโ
NErlNet
leondavi
โNerlnet is a framework for research and development of distributed machine learning models on IoTโ
